AI-Powered IoT for COVID-19

4  IoT-Based Micro-Expression Recognition for Nervousness Detection in COVID-Like Condition

Rahul Jain, Vishal Bhardwaj, Vishal Tyagi, Puneet Singh Lamba, Gopal Chaudhary, and Fadi Al-Turjman

Contents

4.1 Introduction

4.2 Related Work

4.3 Methodology

4.3.1 Algorithm

4.3.2 Datasets

4.3.3 Performance Parameters

4.4 Experimental Results

4.4.1 Accuracy

4.5 Conclusion

References

4.1 Introduction

In the last decade, a lot of research has been done in the field of facial expressions using deep learning. A very famous method in deep learning, convolutional neural networks (CNN), is used to solve the facial micro-expressions recognition problem, and we are also going to use it for nervousness detection and other micro-expressions, through video and ...